视觉大模型 / VLM

A Low-Rank Method for Vision Language Model Hallucination Mitigation in Autonomous Driving

Keke Long, Jiacheng Guo, Tianyun Zhang, Hongkai Yu, Xiaopeng Li

专题命中 幻觉与鲁棒性 ：vision language model(title,abstract)；分类 cs.CV、cs.AI

Learning to Compose: Improving Object Centric Learning by Injecting Compositionality

Whie Jung, Jaehoon Yoo, Sungjin Ahn, Seunghoon Hong

机构 * School of Computing, KAIST（计算学院，韩国科学技术院） 纠错

专题命中 幻觉与鲁棒性 ：visual reasoning(abstract)；分类 cs.CV、cs.LG

Journal ref International Conference on Learning Representations (ICLR), 2024

NOAH: Benchmarking Narrative Prior driven Hallucination and Omission in Video Large Language Models

Kyuho Lee, Euntae Kim, Jinwoo Choi, Buru Chang

机构 * Korea University（韩国大学） ； Kyung Hee University（庆熙大学） 纠错

专题命中 幻觉与鲁棒性 ：grounding(abstract)；分类 cs.CV

Comments 18 pages, 9 figures. Preprint

Hallucination as an Upper Bound: A New Perspective on Text-to-Image Evaluation

Seyed Amir Kasaei, Mohammad Hossein Rohban

机构 * Department of Computer Engineering, Sharif University of Technology（谢里夫理工大学计算机工程系） 纠错

专题命中 幻觉与鲁棒性 ：vision-language model(abstract)；分类 cs.CV

Comments Accepted at GenProCC NeurIPS 2025 Workshop